Classifying travelers' driving style using basic safety messages generated by connected vehicles: Application of unsupervised machine learning

Safety, Energy, and Emissions Impacts of Adaptive Cruise Control and Cooperative Adaptive Cruise Control

(2020) Iman Mahdinia et al.   TRANSPORTATION RESEARCH RECORD

Identification of driving safety profiles from smartphone data using machine learning techniques

(2019) Eleni G. Mantouka et al.   SAFETY SCIENCE

Clustering Approach toward Large Truck Crash Analysis

(2019) Alireza Rahimi et al.   TRANSPORTATION RESEARCH RECORD

A context aware system for driving style evaluation by an ensemble learning on smartphone sensors data

(2018) Mohammad Mahdi Bejani et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

An online estimation of driving style using data-dependent pointer model

(2018) Evgenia Suzdaleva et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Extracting Useful Information from Basic Safety Message Data: An Empirical Study of Driving Volatility Measures and Crash Frequency at Intersections

(2018) Mohsen Kamrani et al.   TRANSPORTATION RESEARCH RECORD

Estimation of driving style in naturalistic highway traffic using maneuver transition probabilities

(2017) Guofa Li et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Driving Style Classification Using a Semisupervised Support Vector Machine

(2017) Wenshuo Wang et al.   IEEE Transactions on Human-Machine Systems

Driving style recognition method using braking characteristics based on hidden Markov model

(2017) Chao Deng et al.   PLoS One

Delivering improved alerts, warnings, and control assistance using basic safety messages transmitted between connected vehicles

(2016) Jun Liu et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Leveraging longitudinal driving behaviour data with data mining techniques for driving style analysis

(2015) Geqi Qi et al.   IET Intelligent Transport Systems

Intelligent collision warning using license plate segmentation

(2015) Orcan Alpar et al.   Journal of Intelligent Transportation Systems

A Review of Intelligent Driving Style Analysis Systems and Related Artificial Intelligence Algorithms

(2015) Gys Meiring et al.   SENSORS

An integrated solution for lane level irregular driving detection on highways

(2015) Rui Sun et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

What is the level of volatility in instantaneous driving decisions?

(2015) Xin Wang et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Driver Behavior Profiling Using Smartphones: A Low-Cost Platform for Driver Monitoring

(2015) German Castignani et al.   IEEE Intelligent Transportation Systems Magazine

Eco-driving: An economic or ecologic driving style?

(2013) Felicitas Mensing et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Data clustering: 50 years beyond K-means

(2009) Anil K. Jain   PATTERN RECOGNITION LETTERS

A simple and fast algorithm for K-medoids clustering

(2008) Hae-Sang Park et al.   EXPERT SYSTEMS WITH APPLICATIONS